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ZENODO
Software . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
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seinkim01/SCOUT: SCOUT v1.0.0: Official Release for WWW 2026 Camera-Ready

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 21 Jan 2026Publisher:Zenodo
Authors: SeinKim;
Code repository: https://github.com/seinkim01/SCOUT/tree/v1.0.0

doi: 10.5281/zenodo.18325136 , 10.5281/zenodo.18325135

seinkim01/SCOUT: SCOUT v1.0.0: Official Release for WWW 2026 Camera-Ready

Abstract

This is the official source code release for the paper: "SCOUT: Structure-Aware Aspect and Anchor-Count Selection for Node Attribute Augmentation via Positional Information" Accepted at The Web Conference (WWW) 2026. Contents Complete source code for SCOUT framework. Preprocessing scripts for Cora, Citeseer, Pubmed, and OGB datasets. Training and evaluation scripts for Link Prediction and Node Classification. Citation If you use this code, please cite our paper: (BibTeX info will be updated upon publication)

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average